Evidence map›Paper›PMID 42601093›Full record

ArticleBMJ open2026

Does intervening to improve early academic adversity impact later mental health during adolescence? A population-based linked data modelling study in Wales.

Sebastian Stannard, Ann Berrington, Nida Ziauddeen, Simon Ds Fraser, Nisreen A Alwan

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Sebastian StannardSchool of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK S.J.Stannard@soton.ac.uk.ORCID http://orcid.org/0000-0002-6139-1020
Ann BerringtonSchool of Economic, Social and Political Sciences, University of Southampton, Southampton, UK.
Nida ZiauddeenSchool of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK.ORCID http://orcid.org/0000-0002-8964-5029
Simon Ds FraserSchool of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK.ORCID http://orcid.org/0000-0002-4172-4406
Nisreen A AlwanSchool of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe UK is facing a child and adolescent mental health crisis. We explored academic adversity recorded in year 6 in relation to diagnosed anxiety or depression in adolescence (ages 13-18). We then modelled the effect of real-world interventions aimed at addressing academic adversity, including Sure Start and universal free school meals combined, on mental health outcomes. METHODS AND ANALYSIS: Our sample consisted of children in the Welsh Secure Anonymised Information Linkage (SAIL) databank that includes individuals born between 1 January 2000 and 31 December 2022. The outcome was a first diagnosis of anxiety or depression between ages 13 and 18 identified through primary care records or hospital admissions. We constructed an adversity score within the school and academic ability domain including attainment, attendance, exclusion and teacher-pupil ratio and used adjusted multivariable logistic regression to examine the relationship with the outcomes. We generated adjusted population attributable fractions (PAFs) to estimate the reduction in outcome risk if adversity scores were reduced. Using combined effect estimates from evaluations of Sure Start and universal free school meals, we calculated the absolute reduction in the outcome risk had children been exposed to both interventions.

resultsAmong adolescents aged 13-18, 2.8% (6620/233 329) of boys and 7.2% (16 034/221 622) of girls had a first diagnosis of anxiety, while 2.7% (6463/236 165) of boys and 6.4% (14 276/224 462) of girls were diagnosed with depression. In fully adjusted models, higher academic adversity scores (across all levels) in year 6 were significantly associated with increased odds of anxiety for both boys and girls. For depression, higher adversity (across all levels) was associated with increased odds among girls, while highest adversity (2+) was associated with depression among boys. PAFs suggested that reducing adversity could lead to modest reductions in the reporting of anxiety and depression, with greater potential impact for boys. Hypothetical exposure to combined early-life interventions (Sure Start and free school meals) resulted in small absolute reductions in anxiety diagnoses (0.6% (11/1816)-1.6% (12/787) for boys; 0.3% (12/3986)-0.5% (11/1080) for girls) and a 0.4% (16/3636) reduction in the reporting of depression diagnoses for girls, with no measurable impact for boys.

conclusionInterventions providing support during childhood may have a modest impact on reducing anxiety in adolescence for boys, and both anxiety and depression for girls.

Indexed as

AnxietyDepressionMental HealthAdolescentFemaleFood ServicesHumansLogistic ModelsMaleSchoolsWalesAdolescentEPIDEMIOLOGYMENTAL HEALTHPUBLIC HEALTH

Identifiers

PMID42601093
PMCPMC13479487

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.